Pith Number

pith:B5PHWPPZ

pith:2024:B5PHWPPZLH4IFMJHBUEX5BB35O

not attested not anchored not stored refs pending

DeepCodeProbe: Towards Understanding What Models Trained on Code Learn

Amin Nikanjam, Foutse Khomh, Vahid Majdinasab

arxiv:2407.08890 v1 · 2024-07-11 · cs.SE · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B5PHWPPZLH4IFMJHBUEX5BB35O}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T08:42:57.978236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f5e7b3df959f882b1270d097e843beba7d9d3147a714b499be25374a61c6ea9

Aliases

arxiv: 2407.08890 · arxiv_version: 2407.08890v1 · doi: 10.48550/arxiv.2407.08890 · pith_short_12: B5PHWPPZLH4I · pith_short_16: B5PHWPPZLH4IFMJH · pith_short_8: B5PHWPPZ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/B5PHWPPZLH4IFMJHBUEX5BB35O \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 0f5e7b3df959f882b1270d097e843beba7d9d3147a714b499be25374a61c6ea9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15cd7b2ba98a8b7d9e3a1cea53e5d9ee72bfd884a083e630b26ae17ff1905444",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-07-11T23:16:44Z",
    "title_canon_sha256": "b46475710c6603235d8e9943a4ce13af68528af708252afaf1eeacca34364872"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08890",
    "kind": "arxiv",
    "version": 1
  }
}